jsphon reinforcement_learning issues

jsphon / reinforcement_learning

Python Package For Reinforcement Learning

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Create The Trainer Module

#51 jsphon opened 6 years ago
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Try Training in 2 steps

#50 jsphon closed 6 years ago
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Clean up the vectorizations

#49 jsphon opened 6 years ago
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Test the Learner module

#48 jsphon opened 6 years ago
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Tidy up line world example

#47 jsphon opened 6 years ago
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value_function improvements

#46 jsphon closed 6 years ago
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Write a test for QLearningActionTargetCalculator.vectorized

#45 jsphon closed 6 years ago
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Analyse Performance of the line world example

#44 jsphon opened 6 years ago
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Explore learning rate decay

#43 jsphon opened 6 years ago
1
tf loop

#42 jsphon opened 6 years ago
1
Adapting State Representations

#41 jsphon closed 6 years ago
1
TODO

#40 jsphon closed 6 years ago
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Write some documentation

#39 jsphon opened 7 years ago
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Check the grid world works ok

#38 jsphon closed 7 years ago
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Move the ant world and rename it

#37 jsphon closed 7 years ago
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Refactor the State Machine States

#36 jsphon closed 7 years ago
1
Should I fit the terminal state to have zero value?

#35 jsphon closed 7 years ago
1
Should States be immutable?

#34 jsphon closed 7 years ago
1
VectorizedStateMachineTargetArrayCalculator.

#33 jsphon closed 7 years ago
1
Refactor the learning module

#32 jsphon opened 7 years ago
0
Implement Reinforcement Learning for State Machines

#31 jsphon closed 7 years ago
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Move get_new_state

#30 jsphon opened 7 years ago
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Use Composition To Allow Vectorized and Scalar Learning

#29 jsphon closed 7 years ago
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Refactor Learner.learn

#28 jsphon closed 7 years ago
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Learner Tests Cleanup

#27 jsphon closed 7 years ago
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Cliff World Example Cleanup

#26 jsphon closed 7 years ago
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Fix Sarsa Mixing

#25 jsphon closed 7 years ago
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Implement some AI Gym Environments

#24 jsphon opened 7 years ago
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Cleanup the experience module.

#23 jsphon closed 7 years ago
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Implement the cliff walking grid world

#22 jsphon closed 7 years ago
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Fix Grid World's get action grid

#21 jsphon closed 7 years ago
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grid world example does not work with sarsa

#20 jsphon closed 7 years ago
1
Learner.learn_episode / learn_episodes

#19 jsphon closed 7 years ago
1
Implement the TD(lambda)

#18 jsphon opened 7 years ago
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Think About After States

#17 jsphon closed 7 years ago
0
Double Learning

#16 jsphon opened 7 years ago
1
Implement TD(0) for Page 133 random walk.

#15 jsphon closed 7 years ago
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Implement Monte Carlo for Blackjack

#14 jsphon opened 7 years ago
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Jacks Car rental

#13 jsphon opened 7 years ago
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Implement Policyxxx

#12 jsphon opened 7 years ago
2
Experience Generator Class

#11 jsphon closed 7 years ago
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Create a learner function

#10 jsphon closed 7 years ago
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Investigate how much faster it is to use vectorised operations

#9 jsphon closed 7 years ago
1
Refactor RLSystem

#8 jsphon closed 7 years ago
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Update generate_experience

#7 jsphon closed 7 years ago
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GridState has an apply_action method

#6 jsphon closed 7 years ago
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init grid function to randomize.

#5 jsphon closed 7 years ago
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Make a new example

#4 jsphon closed 7 years ago
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Update the generate experience function

#3 jsphon closed 7 years ago
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Make a more advance generate_experience function

#2 jsphon closed 7 years ago
0